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huggingface/transformers

// all events — 2026-05-20

Type AI Score Description Actor Reason Date
commit 1.00 Add new cohere2_moe model (#46115) Commit message contains explicit AI assi 2026-05-20
commit 1.00 FSDP + TP & native save/load distributed (#45028) Commit message contains explicit AI assi 2026-05-19
commit 1.00 Block image_start/end_token_id in generation test sampling ( Commit message contains explicit AI assi 2026-05-15
commit 1.00 Fix M-RoPE device mismatch in Qwen3VL family under FSDP2 CPU Commit message contains explicit AI assi 2026-05-15
commit 1.00 Extract dynamic vision/audio tensors into standalone pure fu Commit message contains explicit AI assi 2026-05-13
commit 1.00 fix(testing_utils): guard get_device_capability with torch.c Explicit mention of AI collaboration: 'd 2026-05-11
pr 1.00 Fix use_cache with seq_len > 1 ( #46032) PR body explicitly mentions AI collabora 2026-05-19
pr 1.00 Add Sapiens2 Model PR body explicitly mentions AI collabora 2026-05-12
pr 1.00 [Generation] Fix continuous batching crash when out of memor PR body explicitly mentions AI collabora 2026-05-20
pr 1.00 fix: include transitive relative imports when loading from l PR body explicitly mentions AI collabora 2026-05-18
pr 1.00 feat: Add support for JetBrains' `Mellum` v2 code generation PR body explicitly mentions AI collabora 2026-05-20
pr 1.00 Add ctsm model PR body explicitly mentions AI collabora 2026-04-17
pr 1.00 feat: Add GGUF loading support for Llama 4 (text) PR body explicitly mentions AI collabora 2026-04-21
pr 1.00 fix(llama4): align MoE interface for EP/TP compatibility PR body explicitly mentions AI collabora 2026-05-18
pr 0.40 add HyperClovaX Vision Polite greeting and formal intro, but so 2026-02-27
commit 0.20 Warn about forgetting attention mask functions (#45811) Somewhat more formal and explanatory, bu 2026-05-11
pr 0.20 Fix crash and tokenization mismatch in speculative decoding Slightly more formal, but includes techn 2026-05-20
pr 0.20 Add FP8 kernel acceleration for compressed-tensors quantized Slightly formal, but domain-specific and 2026-04-29
pr 0.20 Add a compatibility method so callers expecting PreTrainedMo Slightly formal phrase, but domain-speci 2025-11-23
pr 0.15 Streamable chat parsing Uses informal language and domain terms; 2026-05-08
commit 0.10 docs: update models architecture count and sync ACL antholog Well-structured doc change; some formal 2026-05-18
commit 0.10 Fix slow Trainer path with 4D attention mask (#45852) Domain-specific detail, natural technica 2026-05-12
commit 0.10 fix(rope): read original_max_position_embeddings from yarn v Technical explanation, domain-specific p 2026-05-12
pr 0.10 Fix image-segmentation pipeline support for RF-DETR Concise bug explanation with domain cont 2026-05-20
pr 0.10 [deepseek_v4] Add DeepseekV4NextNPredictor class for MTP dra Domain-specific detail and unfinished se 2026-05-20
pr 0.10 Add SAM 3.1 to Transformers Uses technical jargon, informal summary, 2026-05-20
pr 0.10 EP + Trainer integration on top of DistributedConfig (#45028 Technical explanation, context reference 2026-05-20
pr 0.10 Fix _is_package_available reporting available without a vers Technical jargon and issue-focused descr 2026-05-20
pr 0.10 Add video_processor support to VideoClassificationPipeline Terse, technical details with issue refe 2026-05-20
pr 0.10 Add cache-aware streaming and RNN-T head for Parakeet Very technical, domain-specific abbrevia 2026-05-20
pr 0.10 [loading] Fix base_model_prefix issues in conversions Informal reference to users and branch h 2026-05-19
pr 0.10 Trainer.compute_loss: fix loss over-counting under TP and EP Technical context, informal language, un 2026-05-15
pr 0.10 Add new cohere2_moe model Concise, informal, minimal context sugge 2026-05-20
pr 0.10 🚨 [ALM] Add base model without head Motivation is concrete, uses human style 2026-04-20
pr 0.10 🚨🚨🚨 [Trainer] Default to FSDP2, simplify API around fsdp + f Concise, domain-specific phrasing; no AI 2026-04-24
pr 0.10 Refacto GGUF weight conversion Terse technical language, clear jargon, 2026-03-17
pr 0.10 [ShieldGemma2] Support attn_implementation dispatch Technical, concise with jargon and direc 2026-05-19
pr 0.10 Add Fast Image Processor for Chameleon Brief, domain-specific explanation, lack 2025-03-31
pr 0.10 Fix model parallel bugs for Gemma4 Direct, technical, includes test referen 2026-05-07
pr 0.10 Clean up new models after release Terse, informal explanation typical of h 2026-05-20
pr 0.10 Fix models for which we don't have a dedicated tokenizer cla Informal, issue-linked, domain-specific 2026-05-13
pr 0.10 :rotating_light: Modularize `ProcessorMixin` into smaller co Technical explanation, human-style modul 2026-04-17
pr 0.10 skip deepgemm test except cuda Concise reasoning for skipping tests, cl 2026-05-20
pr 0.10 Add MoE to Gemma4 TP plan Informal, domain jargon, brief; no AI ha 2026-04-03
pr 0.10 add xpu to valid hardware for torch.compile Informal requests, domain terms, human-l 2025-11-07
pr 0.10 fix test failure of speculative_generation on xpu Technical, terse, domain-specific refere 2025-11-06
pr 0.10 fix some cases in xpu Brief, technical, domain references; no 2025-11-19
pr 0.10 add require_deterministic_for_xpu to make the case pass in x Brief, technical, direct; matches human 2025-11-27
pr 0.08 Fix wrong variable in check_model_type isinstance check Bug fix described in technical, concise 2026-05-19
pr 0.06 test Bug description is technical and straigh 2026-05-19
commit 0.05 Fix remaining RAG doc examples that crash on current transfo Technical, concise, domain-specific; no 2026-05-19
commit 0.05 🚨 Refactor ViT to updated standards (#41693) Commit messages are terse, use domain te 2026-05-08
pr 0.05 [new model] Add Zyphra/ZAYA1-8B Technical, concise, with domain referenc 2026-05-09
pr 0.05 clip_grad_norm avoid O(global_params) replication Technical, refers to benchmarking and pr 2026-05-20
pr 0.05 gpt_oss multi-GPU AMD support Discusses a specific hardware issue, tec 2026-04-30
pr 0.05 fix(rf_detr): correct paper URL and stale checkpoint referen Minor domain-specific fix, no AI hallmar 2026-05-07
pr 0.05 [CB] [Major] Rework manager to have clearer control flow + h Technical explanation, uses domain conce 2026-05-19
pr 0.05 [Fix] Stranded params Problem description is technical and ref 2026-05-20
pr 0.05 Fix Mamba2Mixer: use_cache with seq_len > 1 silently produce Directly references a technical bug and 2026-05-20
pr 0.05 [ALM] flaky alm tests Brief, bullet style, strong domain speci 2026-05-19
pr 0.05 Defensive: validate tar members in parakeet NeMo conversion Technical vulnerability reference, direc 2026-05-20
pr 0.05 fix(cache): StaticLayer.get_seq_length() should return int n Technical summary, domain jargon, no AI 2026-05-19
pr 0.05 Delete dead code in qwen-vl series Terse changelog style, strong domain con 2026-05-07
pr 0.05 Add the other processors to auto-mappings Informal tone, concise and technical, no 2026-05-19
pr 0.05 Test Brief, informal, domain-specific phrasin 2026-05-20
pr 0.05 xpu output align with cuda in test case Concise, technical, human tone with doma 2026-04-20
pr 0.05 fix tests/models/xcodec/test_modeling_xcodec.py::XcodecInteg Short, informal, domain jargon; typical 2025-11-19
pr 0.05 extend CwmIntegrationTest to xpu Brief, informal, domain-specific; no AI 2025-11-21
pr 0.05 fix tests/models/edgetam_video/test_modeling_edgetam_video.p Terse, technical, includes paste of test 2025-12-15
pr 0.05 Xpu fp8 gem Direct, technical, mentions reviewers; h 2025-12-05
pr 0.05 fix FastSpeech2ConformerTokenizer crash in tokenize Specific, steps for reproducing; error p 2025-12-16
pr 0.05 fix failure of pytest tests/models/paddleocr_vl/test_modelin Typos, terse, references test failures; 2025-12-22
pr 0.05 skip test_sdpa_can_dispatch_on_flash in tests/models/pe_audi Pastes stack traces, direct context; not 2025-12-23
pr 0.05 fix TP issue within the device mesh (Tensor Parallel group) Uses domain jargon, reproducing steps, i 2026-01-05
pr 0.05 fix failure of llava/pixtral Minimal, domain terms, typo; not AI-gene 2025-12-22
pr 0.05 fix some case failures lead by "`torch.compile` recompiled p Casual, technical, lists cases, lacks AI 2025-10-14
pr 0.05 make tests/models/sam_hq/test_modeling_sam_hq.py::SamHQModel Very terse, mentions user for review; hu 2025-12-18
pr 0.05 fix crash in when running FSDP2+TP Brief, informal; includes domain-specifi 2026-01-12
pr 0.05 fix `ShieldGemma2IntegrationTest::test_model` Terse with crash trace excerpt, informal 2026-01-19
pr 0.05 Update `SamHQModelIntegrationTest::test_inference_mask_gener Technical, domain-specific, brief and in 2026-01-27
pr 0.05 remove FbgemmFp8LinearTest Informal, includes errors and queries to 2026-01-28
pr 0.05 benchmark-v2: minor fix for benchmark-v2, kernel is not corr Casual explanation with reference link, 2026-01-23
pr 0.05 fix gptoss tp crash Crash stack excerpt, terse, and domain-s 2026-02-03
pr 0.05 fix gptoss crash in tp Crash trace excerpt, terse, domain abbre 2026-02-09
pr 0.05 fix the error of tests/quantization/fbgemm_fp8/test_fbgemm_f Brief, technical description, domain jar 2026-01-28
pr 0.05 Remove accidentally added `tmp.py` Short, informal, references prior PR, cl 2026-05-20
pr 0.05 fix fbgemm fp8 multi-device load failure. Brief, technical, informal tone, domain 2026-01-29
commit 0.02 docs: sync legacy ACL anthology URLs and update metrics acro Commit log style, domain-specific; lacks 2026-05-19
commit 0.00 [ALM] flaky alm tests (#46074) Commit messages are terse and informal, 2026-05-20
commit 0.00 [loading] Free up tensors faster inside ConversionOps (#4611 Single informal word, no AI-like phrasin 2026-05-20
commit 0.00 Restore test utils fix (#46065) Terse and typical bugfix summary, no AI 2026-05-20
commit 0.00 Allow `ydshieh2` for now for testing migration (#46105) Short messages, no AI verbosity, co-auth 2026-05-20
commit 0.00 [Fix] Remove calls to unsupported functions in TP (#46103) Uses domain abbreviations and to-do, not 2026-05-20
commit 0.00 [docs] reasoning support for transformers serve (#46094) Very brief and informal, lacks any AI ha 2026-05-20
commit 0.00 Fix torchao behavior for xpu (#46096) Commit messages are direct, feature huma 2026-05-20
commit 0.00 🚨🚨🚨 [Trainer] Default to FSDP2, simplify API around fsdp + f Technical changelog, clear human-written 2026-05-20
commit 0.00 :rotating_light: Modularize `ProcessorMixin` into smaller co Many iterations, informal notes/typos, h 2026-05-20
commit 0.00 Remove accidentally added `tmp.py` (#46087) Direct, short removal message, no AI-sty 2026-05-20
commit 0.00 Fix post processing RF-DETR (#46041) Short, terse commit messages; no AI sign 2026-05-19
commit 0.00 [Model] Add PP-OCRv6 Models Support (#45838) Human-style init and update logs; domain 2026-05-19
commit 0.00 [serve] Support for reasoning (#45690) Informal, iterative commits; no AI phras 2026-05-19
commit 0.00 Fix Gemma4 generation from inputs_embeds and per_layer_input Brief, informal commit messages; human t 2026-05-19
commit 0.00 Parakeet tdt (#44171) Technical jargon and detailed changelog; 2026-05-19
commit 0.00 Remove mask visualization tool from `masking_utils.py` (#460 Single-word, terse commit message; human 2026-05-19
commit 0.00 user friendly error when loading audio from video (#45221) Terse, informal; free-text is minimal an 2026-05-19
commit 0.00 fix: owned_by field in GET /v1/models returns list instead o Concise commit summary with domain detai 2026-05-19
commit 0.00 [CB] Remove OpenTelemetry (#45984) Short, domain-specific message; no AI si 2026-05-19
commit 0.00 docs(readme): use canonical `huggingface.co` domain in prose Standard docs update; no AI signals in c 2026-05-19
commit 0.00 Init the actual tensor, not a copy (#46030) Very terse, direct, informal—definitely 2026-05-19
commit 0.00 [MultimodalLM] add language_model to the get/set_input_embed Concise, technical commit with standard 2026-05-18
commit 0.00 Fix AttributeError in RAG generate() for missing config fiel Direct bugfix description using technica 2026-05-18
commit 0.00 [`HRM Text`] Add integration tests (#46033) Minimal detail, informal message; typica 2026-05-18
commit 0.00 Add hrm text (#46025) Casual tone, domain specifics, mixture o 2026-05-18
commit 0.00 hy_v3: add XPU expectations (#45858) Single-purpose, succinct commit typical 2026-05-18
commit 0.00 exaone4_5: add XPU expectations (#45890) Humans often split work in such iterativ 2026-05-18
commit 0.00 hyperclovax: add XPU Expectations for CI test (#45926) Short, on-topic commit message with deve 2026-05-18
commit 0.00 fix: route Granite models to TokenizersBackend to preserve t Highly technical, idiosyncratic phrasing 2026-05-18
commit 0.00 fix model parallel issues for deimv2 (#45843) Multiple sign-offs, collaborative struct 2026-05-18
commit 0.00 chore(ci): remove dead env vars from circleci-failure-summar Clear, domain-specific rationale with hu 2026-05-18
commit 0.00 [DeepSeek V4] Fix MoE converter substring-matching FP8 scale Changelog style and commit subject are c 2026-05-18
commit 0.00 [docs] adding audio/video processors (#45795) Commit log is terse, uses minimal phrase 2026-05-18
commit 0.00 [CB] [Major] Add tensor paralellism (#45821) Frequent use of abbreviations, terse/cho 2026-05-18
commit 0.00 bugfix(ci): avoid E2BIG in pr_slow_ci_suggestion (#45983) Highly technical language and informal, 2026-05-16
commit 0.00 🚨Fix memory leaks caused by lru decorators in vision models Commit log uses terse, technical, and in 2026-05-15
commit 0.00 RFDetr - use correct Roboflow org for release (#45946) Contains only summary and a human co-aut 2026-05-15
commit 0.00 docs: Fix formatting issues in weightconverter.md (#45988) Brief, human-formulated commit summary. 2026-05-15
commit 0.00 Fix colqwen2 test (#45981) Extremely terse, typical of human commit 2026-05-15
commit 0.00 [docs] chat template prefill (#45947) Single word 'docs' is terse and human-li 2026-05-14
commit 0.00 [docs] decode fast path (#45899) Terse technical commit, no AI signal. 2026-05-14
commit 0.00 fix: restore `_attn_implementation `and fix request offset i Informal, includes technical shorthand a 2026-05-14
commit 0.00 Support Audio Flamingo Next checkpoints (#44830) Changelog with domain jargon and informa 2026-05-14
commit 0.00 Expose `per_layer_inputs` for every Gemma4 variants (#45927) Very brief commit messages; no AI indica 2026-05-14
commit 0.00 chore: update benchmark_v2.yml (#45966) — 2026-05-14
commit 0.00 chore: update build-ci-docker-images.yml (#45959) — 2026-05-14
commit 0.00 fix(ci): set persist-credentials: false on actions/checkout Very technical, detailed, with domain-sp 2026-05-14
commit 0.00 chore(ci): set default workflow permissions to contents: rea Technical explanation with human tone; n 2026-05-14
commit 0.00 fix(ci): remove template injection on pull_request_target wo Technical with filenames and error refer 2026-05-14
commit 0.00 chore(ci): pin all GitHub Actions and reusable workflows by Detailed and technical; lists tool and f 2026-05-14
commit 0.00 [docs] ALMModelTest (#45900) Minimal commit messages; no AI signals. 2026-05-13
commit 0.00 [docs] new attention mask helpers (#45949) Standard template usage and terse messag 2026-05-13
commit 0.00 Enhance apply_chat_template to support custom field prefilli Contains domain-specific detail and huma 2026-05-13
commit 0.00 Pass packed boundary metadata to Qwen3.5 linear-attention fa Dense technical commit log, human-like s 2026-05-13
commit 0.00 BUGFIX: Support hubert models that don't have conv_pos_batch Short and focused human edits, plus coau 2026-05-13
commit 0.00 Revert 45777 (#45942) Single-word revert message; human typica 2026-05-13
commit 0.00 pass the otel secrets (#45933) Informal lowercase message; no AI traits 2026-05-13
commit 0.00 Add initial torch_tpu backend support (#45918) Detailed technical changes and realistic 2026-05-13
commit 0.00 [CB] Hide activation footprint by using the CUDA graph pool Short, informal commit language, domain 2026-05-13
commit 0.00 Require input_ids for repetition penalty (#45389) Contains typos, informal style, and coau 2026-05-13
commit 0.00 Fix undefined 'input' variable (#45895) Terse commit message, no AI signals, no 2026-05-13
commit 0.00 Deepseek v4 csa mask collapse (#45928) Technical detail and abbreviations; no A 2026-05-13
commit 0.00 [fix] Add `fatal_error` to `ContinuousBatchingManager` so th Terse, domain-specific, terse comments; 2026-05-13
commit 0.00 Fix fsdp2 for gemma models with shared kv states (#45912) Casual wording and co-author trailer ind 2026-05-13
commit 0.00 [docs] update model cards (#45612) Terse commit style, no AI signals. 2026-05-12
commit 0.00 torch.backends.fp32_precision cascade conv/rnn so removing t Informal tone, no signs of AI generation 2026-05-12
commit 0.00 :rotating_light: [`Attn`] Remove all old mask APIs from mode Changelog only, terse, notably informal. 2026-05-12
commit 0.00 fix(text-generation): use token-level slicing for return_ful Terse commit summaries, human style. 2026-05-12
commit 0.00 [CI] AMD docker: bump to ROCm 7.2.2 / PyTorch 2.10 + prebuil Short, task-focused fragments, human-wri 2026-05-12
commit 0.00 Automatically inherit properties from children in composite One-word commit summaries, human pattern 2026-05-12
commit 0.00 Fix deepseek v4 (#45892) Informal fragments, explicitly criticize 2026-05-12
commit 0.00 Fix/pe audio video bugs (#45886) Concise task-based commit messages, huma 2026-05-12
commit 0.00 Forward `revision` to `list_repo_files` in tokenizer loading Terse, technical commit; no AI signals. 2026-05-12
commit 0.00 Remove `_checkpoint_conversion_mapping` from model attribute Brief, to-the-point message; no AI signa 2026-05-12
commit 0.00 Use `_keys_to_ignore_on_load_unexpected/missing` recursively Informal, minimal changelog-style messag 2026-05-12
commit 0.00 Do not keep refs to submodules internally (#45889) List of short, informal entries; no AI-g 2026-05-12
commit 0.00 [docs] paper cuts (#45798) Minimal, informal phrasing with no AI ma 2026-05-11
commit 0.00 [Weight converter] Revert unnecessary changes to `rename_sou Informal, pragmatic, and terse—lacks AI 2026-05-11
commit 0.00 fix(minicpmv4_6): skip invalid failing tests (#45836) Terse, technical, specific—no AI style d 2026-05-11
commit 0.00 audio tester class (#45391) Domain-specific shorthand and brief note 2026-05-11
commit 0.00 Remove deprecation cycle for inputs embeds (#45885) Extremely brief, laconic style; no AI si 2026-05-11
commit 0.00 Remove deprecation cycle for `cache_position` in masking pri Minimal, informal commit message. 2026-05-11
commit 0.00 Revert "[deepseek_v4] fix CSA per-query masking in eager pat Standard revert message; no AI hallmarks 2026-05-11
commit 0.00 Revert "Merge branch 'main' of github.com:huggingface/transf Auto-generated revert, template-based fo 2026-05-11
commit 0.00 [deepseek_v4] fix CSA per-query masking in eager path In-depth technical detail, human tone, a 2026-05-11
commit 0.00 fix(rf_detr): fix failing tests (#45845) Direct, minimal language, issue context, 2026-05-08
commit 0.00 fix(granite4_vision): auto-fix failing tests (#45844) Direct technical description, signatures 2026-05-08
pr 0.00 [DON"T MERGE] Forked pr to test migration - check OTEL Terse, domain-specific phrasing; no AI h 2026-05-20
pr 0.00 [loading] Free up tensors faster inside ConversionOps Informal, direct; references specific PR 2026-05-20
pr 0.00 [DO NOT merge!] test migration Brief, test-focused; lacks AI stylistic 2026-05-20
pr 0.00 Restore test utils fix Concise, references prior PR; typical hu 2026-05-19
pr 0.00 Allow `ydshieh2` for now for testing migration Casual, domain-typical phrasing; no sign 2026-05-20
pr 0.00 [Fix] Remove calls to unsupported functions in TP Technical details, abbreviations; human 2026-05-20
pr 0.00 Fix a regression in encoder-decoder generation cache initial Domain-specific explanation; natural, co 2026-05-20
pr 0.00 Add MTP speculative decoding via MTPCandidateGenerator Technical language, domain jargon; no AI 2026-04-24
pr 0.00 Qwen3 ASR and Forced Aligner Short, direct domain description; human 2026-02-08
pr 0.00 add more generic support for distributed trainer tests Casual, direct ask for review; lacks AI- 2026-05-20
pr 0.00 add inference mode for TP Terse, domain-specific, lacks AI-style p 2026-05-20
pr 0.00 [fix] toctree Casual, minimal grammar, abbreviations, 2026-05-20
pr 0.00 Fix deepspeed docker Has typos, informal tone, domain context 2026-05-20
pr 0.00 Update tokenizer mappings to use TokenizersBackend for addit Direct, informal, references another PR, 2026-05-20
pr 0.00 clean + fix fsdp tied weights Extremely brief, uses domain abbreviatio 2026-05-20
pr 0.00 [docs] reasoning support for transformers serve Short, minimal explanation, reviewer con 2026-05-20
pr 0.00 Qwen2 audio parallel Informal, uses domain jargon, reference 2026-05-20
pr 0.00 Support FA2 flash_attn_with_kvcache for XPU continuous batch Technical, structured, pipeline results, 2026-05-18
pr 0.00 [CTRL] Support attn_implementation="sdpa" dispatch Has technical detail and domain-specific 2026-05-19
pr 0.00 Fix torchao behavior for xpu Technical, describes code and device con 2026-05-20
pr 0.00 fix(quantizers): make user-supplied skip_modules additive wi Detailed, technical, no formulaic or AI 2026-05-01
pr 0.00 Sequence Parallel injection as a class No free-text content; title only; clearl 2026-05-20
pr 0.00 Add Molmo2 No actual free-text filled in, only temp 2026-01-23
pr 0.00 fix tests/quantization/fp_quant_integration/test_fp_quant.py Terse commit message and minimal free-te 2026-03-13
pr 0.00 enable tp for benchmark Brief, informal description with domain- 2026-02-05